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Programmatic Tool Calling with Claude Code: The Developer’s Guide to Agent-Scale Automation

When Claude Code executes a tool, it typically works like this: call a function, wait for the result, process it, call the next function. Repeat fifty times for fifty tasks. It's effective, but each step requires a full round-trip through the API—and those round-trips add up fast. Programmatic Tool Calling (PTC) inverts this pattern. Instead...

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